Universal fuzzy controllers based on generalized T-S fuzzy models

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• 作者：Qing Gao^a ; ^b ; ^{gaoking@mail.ustc.edu.cn} ; ^{gqing2@student.cityu.edu.hk} ; Gang Feng^b ; ^c ; ^{megfeng@cityu.edu.hk} ; Yong Wang^a ; ^{yongwang@ustc.edu.cn} ; Jianbin Qiu^d ; ^{jbqiu@hit.edu.cn}
• 关键词：Universal fuzzy controllers ; Universal approximators ; Fuzzy control design ; T&ndash ; S fuzzy models
• 刊名：Fuzzy Sets and Systems
• 出版年：2012
• 期刊代码：55_01650114
• 类别：cp
• 出版时间：16 August, 2012
• 卷：201
• 期：Complete
• 页码：55-70
• 文件大小：333 K

摘要

This paper investigates the universal fuzzy control problem based on generalized T-S fuzzy models. The universal approximation capability of the generalized T-S fuzzy models is shown and an approach to robust controller design for general nonlinear systems based on this kind of generalized T-S fuzzy models is developed. The results of universal fuzzy controllers for two classes of nonlinear systems are then given, and constructive procedures to obtain the universal fuzzy controllers are also provided. An example is finally presented to show the effectiveness of our approach.